PPaperPicks

Shengyun Peng

8 papers at tracked venues · 6 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×2AAAI ×1ACL ×1EMNLP ×1ICCV ×1ICLR ×1IJCAI ×1

Frequent coauthors

Seongmin Lee
DBLP profile ↗ORCID search ↗
×3
Xiaohui Chen
DBLP profile ↗ORCID search ↗
×1
Peiqi Wang
DBLP profile ↗ORCID search ↗
×1
Mansi Phute
DBLP profile ↗ORCID search ↗
×1

Papers

  1. CompCap: Improving Multimodal Large Language Models with Composite Captions
    ICCV 2025 ·
    Xiaohui Chen
    DBLP profile ↗ORCID search ↗
  2. Inference Compute-Optimal Video Vision Language Models
    ACL 2025 ·
    Peiqi Wang
    DBLP profile ↗ORCID search ↗
  3. Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
    EMNLP 2025 ·
    Seongmin Lee
    DBLP profile ↗ORCID search ↗
  4. LLM Attributor: Interactive Visual Attribution for LLM Generation
    AAAI 2025 ·
    Seongmin Lee
    DBLP profile ↗ORCID search ↗
  5. Shape it Up! Restoring LLM Safety during Finetuning
    NeurIPS 2025 · Shengyun Peng
  6. Interactive Visual Learning for Stable Diffusion
    IJCAI 2024 ·
    Seongmin Lee
    DBLP profile ↗ORCID search ↗
  7. LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
    ICLR 2024 ·
    Mansi Phute
    DBLP profile ↗ORCID search ↗
  8. Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
    NeurIPS 2024 · Shengyun Peng